Title
The Dawn of KAN in Image-to-Image (I2I) Translation: Integrating Kolmogorov-Arnold Networks with GANs for Unpaired I2I Translation Arpan Mahara N. Rishe Liangdong Deng VLM GAN 67 2 0 15 Aug 2024
KAN versus MLP on Irregular or Noisy Functions Chen Zeng Jiahui Wang Haoran Shen Qiao Wang 78 10 0 15 Aug 2024
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation Daniele Rege Cambrin Eleonora Poeta Eliana Pastor Tania Cerquitelli Elena Baralis Paolo Garza 74 11 0 13 Aug 2024
TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling Ruiquan Ge Xiao Yu Yifei Chen Fan Jia Shenghao Zhu ... Dong Zeng Dong Zeng Qiegen Liu S. Niu Shanzhou Niu MedIm 108 3 0 11 Aug 2024
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example Johannes Erdmann F. Mausolf Jan Lukas Späh 243 4 0 05 Aug 2024
UKAN-EP: Enhancing U-KAN with Efficient Attention and Pyramid Aggregation for 3D Multi-Modal MRI Brain Tumor Segmentation Tianze Tang Yanbing Chen Taehyo Kim Hai Shu 3DPC 104 11 0 01 Aug 2024
DKL-KAN: Scalable Deep Kernel Learning using Kolmogorov-Arnold Networks Shrenik Zinage Sudeepta Mondal S. Sarkar 107 7 0 30 Jul 2024
Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks Spyros Rigas M. Papachristou Theofilos Papadopoulos Fotios Anagnostopoulos Georgios Alexandridis AI4CE 106 25 0 24 Jul 2024
COEFF-KANs: A Paradigm to Address the Electrolyte Field with KANs Xinhe Li Zhuoying Feng Yezeng Chen Weichen Dai Zixu He Yi Zhou Shuhong Jiao 92 8 0 24 Jul 2024
Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise Haoran Shen Chen Zeng Jiahui Wang Qiao Wang 94 12 0 20 Jul 2024
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation Xinyu Liu Wuyang Li Yixuan Yuan MedIm 84 12 0 13 Jul 2024
A Comprehensive Survey on Kolmogorov Arnold Networks (KAN) Yuntian Hou Di zhang AI4CE 129 33 0 13 Jul 2024
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation Chenxin Li Xinyu Liu Cheng Wang Yifan Liu Weihao Yu Jing Shao Yixuan Yuan 95 18 0 08 Jul 2024
HyperKAN: Kolmogorov-Arnold Networks make Hyperspectral Image Classificators Smarter V. Lobanov N. Firsov Evgeny Myasnikov Roman Khabibullin A. Nikonorov 104 9 0 07 Jul 2024
GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting Chenxin Li Hengyu Liu Zhiwen Fan Wenbo Li Yifan Liu Panwang Pan Yixuan Yuan 3DGS 117 12 0 01 Jul 2024
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting Chenxin Li Brandon Yushan Feng Yifan Liu Hengyu Liu Cheng Wang Weihao Yu Yixuan Yuan 3DGS 72 13 0 01 Jul 2024
LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction Hengyu Liu Yifan Liu Chenxin Li Wenbo Li Yixuan Yuan 3DGS 189 23 0 23 Jun 2024
Soft Masked Mamba Diffusion Model for CT to MRI Conversion Zhenbin Wang Lei Zhang Lituan Wang Zhenwei Zhang Mamba MedIm 82 7 0 22 Jun 2024
rKAN: Rational Kolmogorov-Arnold Networks Alireza Afzal Aghaei 116 20 0 20 Jun 2024
Suitability of KANs for Computer Vision: A preliminary investigation Basim Azam Naveed Akhtar 107 33 0 13 Jun 2024
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 328 602 0 30 Apr 2024
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training Shuang Zeng Lei Zhu Xinliang Zhang Qian Chen Hangzhou He ... Zhaoheng Xie Yanye Lu Qiushi Ren Zhaoheng Xie Yanye Lu 154 0 0 21 Sep 2023